谭升
非主流人工智能科学家 我和外面那些妖艳的货不一样

【麻省理工学院】人工智能课程安排

本文介绍麻省理工EECS学院,AI专业的本科课程安排,相比于斯坦福,MIT给出的更直接,所以直接原文搬过来,稍微解释下大家就清楚了。

计算机科学工程学士学位 Bachelor of Science in Computer Science and Engineering

Departmental Program

忽略公共课程,直接来专业的,公共课程什么哲学或者艺术的,不在我们参考范围内。

Departmental Requirements (必须要学的) Units
6.0001 Introduction to Computer Science Programming in Python 6
6.042[J] Mathematics for Computer Science 12
6.UAT Oral Communication (CI-M) 1 9
Select one of the following (选一个): 12
Introduction to EECS via Robotics
Introduction to EECS via Communications Networks
Introduction to EECS via Medical Technology
Computer Science Requirements(CS必须的)
6.004 Computation Structures 12
6.006 Introduction to Algorithms 12
6.009 Fundamentals of Programming 12
6.031 Elements of Software Construction 15
6.033 Computer System Engineering (CI-M) 12
6.034 Artificial Intelligence 12
or 6.036 Introduction to Machine Learning
6.045[J] Automata, Computability, and Complexity 12
or 6.046[J] Design and Analysis of Algorithms

Advanced Undergraduate Subjects

下面这些应该不是全部需要学习的,应该是根据自己的需要来选择,根据研究方向,选择你需要的课程

6.023[J] Fields, Forces and Flows in Biological Systems 12
6.025[J] Medical Device Design (CI-M) 12
6.035 Computer Language Engineering 12
6.047 Computational Biology: Genomes, Networks, Evolution 12
6.061 Introduction to Electric Power Systems 12
6.101 Introductory Analog Electronics Laboratory (CI-M) 12
6.111 Introductory Digital Systems Laboratory 12
6.115 Microcomputer Project Laboratory (CI-M) 12
6.131 Power Electronics Laboratory (CI-M) 12
6.172 Performance Engineering of Software Systems 18
6.175 Constructive Computer Architecture 12
6.301 Solid-State Circuits 12
6.302 Feedback System Design 12
6.602 Fundamentals of Photonics 12
6.701 Introduction to Nanoelectronics 12
6.717[J] Design and Fabrication of Microelectromechanical Systems 12
6.801 Machine Vision 12
6.802[J] Foundations of Computational and Systems Biology 12
6.803 The Human Intelligence Enterprise 12
6.804[J] Computational Cognitive Science 12
6.806 Advanced Natural Language Processing 12
6.813 User Interface Design and Implementation 12
6.814 Database Systems 12
6.815 Digital and Computational Photography 12
6.816 Multicore Programming 12
6.819 Advances in Computer Vision 12
6.837 Computer Graphics 12
6.905 Large-scale Symbolic Systems 12

Independent Inquiry Subjects

6.035 Computer Language Engineering 12
6.047 Computational Biology: Genomes, Networks, Evolution 12
6.100 Electrical Engineering and Computer Science Project 12
6.111 Introductory Digital Systems Laboratory 12
6.1151 Microcomputer Project Laboratory – Independent Inquiry (CI-M) 15
6.129[J] Biological Circuit Engineering Laboratory (CI-M) 12
6.1311 Power Electronics Laboratory – Independent Inquiry (CI-M) 15
6.141[J] Robotics: Science and Systems (CI-M) 12
6.161 Modern Optics Project Laboratory (CI-M) 12
6.163 Strobe Project Laboratory (CI-M) 12
6.170 Software Studio 12
6.172 Performance Engineering of Software Systems 18
6.182 Psychoacoustics Project Laboratory (CI-M) 12
6.805[J] Foundations of Information Policy (CI-M) 12
6.806 Advanced Natural Language Processing 12
6.811[J] Principles and Practice of Assistive Technology 12
6.819 Advances in Computer Vision 12
6.905 Large-scale Symbolic Systems 12

MIT很讲究的一点是把你的打怪升级图贴出来了

1-1

以及一张表

1-2

总结

本文只列出了MIT本科CS专业(包含AI的部分的相关课程,供自学人员参考)
参考http://catalog.mit.edu/degree-charts/computer-science-engineering-course-6-3/

Share

You may also like...

说点什么

avatar
  Subscribe  
提醒

由于博客移至wordpress,部分公式和代码显示不正常,博主正在努力修改,如发现公式显示错误,请及时在文章下留言,感谢您的帮助,尽请原谅!